kern

kern is a minimalistic kernel density estimation package backed by optimized C implementations. Its Python estimators follow a scikit-learn-like API.

Contents

• Installation
  • Build options
• User Guide
  • Exact one-dimensional KDE
  • Approximate KDE
  • Bounded KDE
  • Multivariate KDE
• Bandwidth Selection
  • Default grid
  • Custom grid
  • Bounded KDE
  • Parallel loop
• Examples
  • Basic KDE
  • Bandwidth selection
  • Approximate and multivariate KDE
• API Reference
  • Estimators
  • Bandwidth grids
  • Build features
• References